[HTML][HTML] Unsupervised machine learning in urban studies: A systematic review of applications
J Wang, F Biljecki - Cities, 2022 - Elsevier
Unsupervised learning (UL) has a long and successful history in untangling the complexity
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
of cities. As the counterpart of supervised learning, it discovers patterns from intrinsic data …
Land use/land cover change and its impact on surface urban heat island and urban thermal comfort in a metropolitan city
The increasing urban heat island intensity (UHII) is a matter of concern for the sustainable
urban planning and maintaining urban thermal comfort in the metropolitan cities of …
urban planning and maintaining urban thermal comfort in the metropolitan cities of …
Assessment and forecasting of the urban dynamics through lulc based mixed model: evidence from Agartala, India
The main objective of this paper is to assess the urban expansion by using Remote Sensing
and Geographical Information System along with field verification. In recent decades, India …
and Geographical Information System along with field verification. In recent decades, India …
The effect of land use and land cover changes on flood occurrence in Teunom Watershed, Aceh Jaya
The change in land use and land cover in upstream watersheds will change the features of
drainage systems such that they will impact surface overflow and affect the infiltration …
drainage systems such that they will impact surface overflow and affect the infiltration …
Unveiling the impact of rapid urbanization on human comfort: a remote sensing-based study in Rajshahi Division, Bangladesh
The present study unveils the environmental impacts of land cover changes upon land
surface temperature (LST) in Rajshahi division, Bangladesh, focusing on human thermal …
surface temperature (LST) in Rajshahi division, Bangladesh, focusing on human thermal …
Urbanization induced degradation of urban green space and its association to the land surface temperature in a medium-class city in India
T Basu, A Das - Sustainable Cities and Society, 2023 - Elsevier
A few recent studies revealed that the intensity of UHI is increasing in medium-class cities
due to the rapid degradation of natural vegetation covers. This study explores the patch …
due to the rapid degradation of natural vegetation covers. This study explores the patch …
Understanding future urban growth, urban resilience and sustainable development of small cities using prediction-adaptation-resilience (PAR) approach
Rapid urban proliferation is an indispensable and reciprocal issue in contemporary urban
planning and development. This study envisages the prediction-adaptation-resilience (PAR) …
planning and development. This study envisages the prediction-adaptation-resilience (PAR) …
Monitoring of land use land cover dynamics and prediction of urban growth using Land Change Modeler in Delhi and its environs, India
B Singh, V Venkatramanan, B Deshmukh - Environmental Science and …, 2022 - Springer
In the recent decades, cities have been expanding at a great pace which changes the
landscape rapidly as a result of inflow of people from rural areas and economic progression …
landscape rapidly as a result of inflow of people from rural areas and economic progression …
Modelling built-up land expansion probability using the integrated fuzzy logic and coupling coordination degree model
The expansion of built-up area is the most noticeable form of urbanization-induced land
use/land cover (LULC) change. In the global cities of south, the urban sprawl is increasing …
use/land cover (LULC) change. In the global cities of south, the urban sprawl is increasing …
Urban heat island dynamics in response to land-use/land-cover change in the coastal city of Mumbai
The rapid urbanization and land-use/land-cover (LU/LC) changes have resulted in the
unplanned and unsustainable growth of the Indian cities. This has resulted in a number of …
unplanned and unsustainable growth of the Indian cities. This has resulted in a number of …